Here, we’re just setting a few options.

knitr::opts_chunk$set(
  warning = TRUE, # show warnings during codebook generation
  message = TRUE, # show messages during codebook generation
  error = TRUE, # do not interrupt codebook generation in case of errors,
                # usually better for debugging
  echo = TRUE  # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())

Now, we’re preparing our data for the codebook.

library(codebook)
codebook_data <- codebook::bfi
# to import an SPSS file from the same folder uncomment and edit the line below
# codebook_data <- rio::import("mydata.sav")
# for Stata
# codebook_data <- rio::import("mydata.dta")
# for CSV

## locate the rawdata file
zip_path <- list.files(path = "..",pattern = "jatos_results.zip",include.dirs = TRUE,recursive = TRUE,full.names = TRUE)
## import rawdata from zip file
df <- readr::read_csv(unz(zip_path, filename = "rawdata.csv"))

## Split basic data
df_Basic <- dplyr::filter(df, Q_type == "Basic")

## Split Belief data
df_Belief <- dplyr::filter(df, Q_type == "Belief")

## Split self evaluation data
df_self_eval <- dplyr::filter(df, Q_type == "self_eval")

## Split post reading Question data
df_Post <- dplyr::filter(df, Q_type == "Post_survey")

## Split knowledge data
df_knowledge <- dplyr::filter(df, Q_type == "Knowledge")

## Split Exit
df_Exit <- dplyr::filter(df, Q_type == "Exit")


# omit the following lines, if your missing values are already properly labelled
#codebook_data <- detect_missing( df, #codebook_data,
#    only_labelled = TRUE, # only labelled values are autodetected as
                                   # missing
#    negative_values_are_missing = FALSE, # negative values are missing values
#    ninety_nine_problems = TRUE,   # 99/999 are missing values, if they
                                   # are more than 5 MAD from the median
#    )

# If you are not using formr, the codebook package needs to guess which items
# form a scale. The following line finds item aggregates with names like this:
# scale = scale_1 + scale_2R + scale_3R
# identifying these aggregates allows the codebook function to
# automatically compute reliabilities.
# However, it will not reverse items automatically.
#codebook_data <- detect_scales(df)

Manage the variable labels and scales

library(labelled)
#codebook_data$

Create codebook

codebook(df_Basic,metadata_table = FALSE, metadata_json = FALSE)

Metadata

Description

Dataset name: df_Basic

The dataset has N=300 rows and 57 columns. 299 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2022-03-29
x
CB
CRid01
CRid02
CRid03
CRid04
CRid05
CRid06
Content
NH
OSA
Q_presented
Q_type
Qid01
Qid02
Qid03
Question
Set_id
Test_id
Topic
accept_status
browser_codename
browser_name
browser_version
checkbox_status
correct
correct_response
count_main
date_startdate
date_startdateUTC
date_starttime
experiment_debug
experiment_parameters
experiment_pilot
experiment_taskname
experiment_taskversion
identifier
jatosStudyResultId
jatosVersion
response
screen_availableHeight
screen_availableWidth
screen_colorDepth
screen_height
screen_pixelDepth
screen_screenX
screen_screenY
screen_width
system_os
text_order
Start Time
Last Seen
Duration
Batch
Worker ID
Worker Type
State
Message

#Variables

CB

Distribution

Distribution of values for CB

Distribution of values for CB

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CB character 0 1 1 0 4 4 0 NA

CRid01

Distribution

Distribution of values for CRid01

Distribution of values for CRid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid01 character 0 1 1 0 4 4 0 NA

CRid02

Distribution

Distribution of values for CRid02

Distribution of values for CRid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid02 character 0 1 1 0 4 4 0 NA

CRid03

Distribution

Distribution of values for CRid03

Distribution of values for CRid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid03 character 0 1 1 0 4 4 0 NA

CRid04

Distribution

Distribution of values for CRid04

Distribution of values for CRid04

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid04 character 0 1 1 0 4 4 0 NA

CRid05

Distribution

Distribution of values for CRid05

Distribution of values for CRid05

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid05 character 0 1 1 0 4 4 0 NA

CRid06

Distribution

Distribution of values for CRid06

Distribution of values for CRid06

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid06 character 0 1 1 0 4 4 0 NA

Content

Distribution

Distribution of values for Content

Distribution of values for Content

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Content character 0 1 1 0 4 4 0 NA

NH

Distribution

Distribution of values for NH

Distribution of values for NH

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
NH character 0 1 1 0 4 4 0 NA

OSA

Distribution

Distribution of values for OSA

Distribution of values for OSA

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
OSA character 0 1 1 0 4 4 0 NA

Q_presented

Distribution

Distribution of values for Q_presented

Distribution of values for Q_presented

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_presented character 0 1 1 0 4 4 0 NA

Q_type

Distribution

Distribution of values for Q_type

Distribution of values for Q_type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_type character 0 1 1 0 5 5 0 NA

Qid01

Distribution

Distribution of values for Qid01

Distribution of values for Qid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid01 character 0 1 1 0 4 4 0 NA

Qid02

Distribution

Distribution of values for Qid02

Distribution of values for Qid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid02 character 0 1 1 0 4 4 0 NA

Qid03

Distribution

Distribution of values for Qid03

Distribution of values for Qid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid03 character 0 1 1 0 4 4 0 NA

Question

Distribution

Distribution of values for Question

Distribution of values for Question

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Question character 0 1 1 0 4 4 0 NA

Set_id

Distribution

Distribution of values for Set_id

Distribution of values for Set_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Set_id character 0 1 1 0 4 4 0 NA

Test_id

Distribution

Distribution of values for Test_id

Distribution of values for Test_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Test_id character 0 1 1 0 4 4 0 NA

Topic

Distribution

Distribution of values for Topic

Distribution of values for Topic

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Topic character 0 1 2 0 5 6 0 NA

accept_status

Distribution

Distribution of values for accept_status

Distribution of values for accept_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
accept_status character 0 1 1 0 4 4 0 NA

browser_codename

Distribution

Distribution of values for browser_codename

Distribution of values for browser_codename

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_codename character 0 1 1 0 7 7 0 NA

browser_name

Distribution

Distribution of values for browser_name

Distribution of values for browser_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_name character 0 1 1 0 8 8 0 NA

browser_version

Distribution

Distribution of values for browser_version

Distribution of values for browser_version

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_version character 0 1 22 0 13 130 0 NA

checkbox_status

Distribution

Distribution of values for checkbox_status

Distribution of values for checkbox_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
checkbox_status character 0 1 1 0 4 4 0 NA

correct

Distribution

Distribution of values for correct

Distribution of values for correct

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct character 0 1 1 0 4 4 0 NA

correct_response

Distribution

Distribution of values for correct_response

Distribution of values for correct_response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct_response character 0 1 1 0 4 4 0 NA

count_main

Distribution

Distribution of values for count_main

Distribution of values for count_main

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
count_main numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

date_startdate

Distribution

Distribution of values for date_startdate

Distribution of values for date_startdate

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdate character 0 1 14 0 8 8 0 NA

date_startdateUTC

Distribution

Distribution of values for date_startdateUTC

Distribution of values for date_startdateUTC

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdateUTC character 0 1 15 0 8 8 0 NA

date_starttime

Distribution

## 149  unique, categorical values, so not shown.

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique min median max units label
date_starttime difftime 0 1 149 311 79044 86214 secs NA

experiment_debug

Distribution

Distribution of values for experiment_debug

Distribution of values for experiment_debug

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_debug numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_parameters

Distribution

Distribution of values for experiment_parameters

Distribution of values for experiment_parameters

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_parameters numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_pilot

Distribution

Distribution of values for experiment_pilot

Distribution of values for experiment_pilot

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_pilot numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskname

Distribution

Distribution of values for experiment_taskname

Distribution of values for experiment_taskname

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskname numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskversion

Distribution

Distribution of values for experiment_taskversion

Distribution of values for experiment_taskversion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskversion numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

identifier

Distribution

Distribution of values for identifier

Distribution of values for identifier

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
identifier character 0 1 150 0 9 9 0 NA

jatosStudyResultId

Distribution

Distribution of values for jatosStudyResultId

Distribution of values for jatosStudyResultId

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
jatosStudyResultId numeric 0 1 85756 95744 96571 94925.99 2312.289 ▁▁▁▂▇ NA

jatosVersion

Distribution

Distribution of values for jatosVersion

Distribution of values for jatosVersion

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
jatosVersion character 0 1 2 0 5 5 0 NA

response

Distribution

Distribution of values for response

Distribution of values for response

1 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
response character 1 0.9966667 16 0 1 5 0 NA

screen_availableHeight

Distribution

Distribution of values for screen_availableHeight

Distribution of values for screen_availableHeight

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableHeight numeric 0 1 672 824 1440 832.9733 126.8597 ▇▁▂▁▁ NA

screen_availableWidth

Distribution

Distribution of values for screen_availableWidth

Distribution of values for screen_availableWidth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableWidth numeric 0 1 1280 1536 2482 1527.953 216.5897 ▇▇▂▁▁ NA

screen_colorDepth

Distribution

Distribution of values for screen_colorDepth

Distribution of values for screen_colorDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_colorDepth numeric 0 1 24 24 30 24.4 1.499164 ▇▁▁▁▁ NA

screen_height

Distribution

Distribution of values for screen_height

Distribution of values for screen_height

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_height numeric 0 1 720 864 1440 876.0933 122.9613 ▇▂▂▁▁ NA

screen_pixelDepth

Distribution

Distribution of values for screen_pixelDepth

Distribution of values for screen_pixelDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_pixelDepth numeric 0 1 24 24 30 24.4 1.499164 ▇▁▁▁▁ NA

screen_screenX

Distribution

Distribution of values for screen_screenX

Distribution of values for screen_screenX

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenX numeric 0 1 -7 0 1588 30.99333 201.8265 ▇▁▁▁▁ NA

screen_screenY

Distribution

Distribution of values for screen_screenY

Distribution of values for screen_screenY

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenY numeric 0 1 -481 0 43 -1.74 43.99794 ▁▁▁▁▇ NA

screen_width

Distribution

Distribution of values for screen_width

Distribution of values for screen_width

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_width numeric 0 1 1280 1536 2560 1528.9 219.6695 ▇▁▂▁▁ NA

system_os

Distribution

Distribution of values for system_os

Distribution of values for system_os

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
system_os character 0 1 2 0 5 8 0 NA

text_order

Distribution

Distribution of values for text_order

Distribution of values for text_order

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
text_order character 0 1 1 0 4 4 0 NA

Start Time

Distribution

Distribution of values for Start Time

Distribution of values for Start Time

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Start Time character 0 1 149 0 19 19 0 NA

Last Seen

Distribution

Distribution of values for Last Seen

Distribution of values for Last Seen

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Last Seen character 0 1 149 0 19 19 0 NA

Duration

Distribution

Distribution of values for Duration

Distribution of values for Duration

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Duration character 0 1 145 0 8 27 0 NA

Batch

Distribution

Distribution of values for Batch

Distribution of values for Batch

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Batch character 0 1 1 0 7 7 0 NA

Worker ID

Distribution

Distribution of values for Worker ID

Distribution of values for Worker ID

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Worker ID numeric 0 1 88645 97666 98318 96957.57 2047.719 ▁▁▁▁▇ NA

Worker Type

Distribution

Distribution of values for Worker Type

Distribution of values for Worker Type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Worker Type character 0 1 1 0 14 14 0 NA

State

Distribution

Distribution of values for State

Distribution of values for State

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
State character 0 1 2 0 8 14 0 NA

Message

Distribution

Distribution of values for Message

Distribution of values for Message

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Message character 0 1 1 0 4 4 0 NA

Missingness report

codebook(df_Belief,metadata_table = FALSE, metadata_json = FALSE)

Metadata

Description

Dataset name: df_Belief

The dataset has N=1350 rows and 57 columns. 1350 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2022-03-29
x
CB
CRid01
CRid02
CRid03
CRid04
CRid05
CRid06
Content
NH
OSA
Q_presented
Q_type
Qid01
Qid02
Qid03
Question
Set_id
Test_id
Topic
accept_status
browser_codename
browser_name
browser_version
checkbox_status
correct
correct_response
count_main
date_startdate
date_startdateUTC
date_starttime
experiment_debug
experiment_parameters
experiment_pilot
experiment_taskname
experiment_taskversion
identifier
jatosStudyResultId
jatosVersion
response
screen_availableHeight
screen_availableWidth
screen_colorDepth
screen_height
screen_pixelDepth
screen_screenX
screen_screenY
screen_width
system_os
text_order
Start Time
Last Seen
Duration
Batch
Worker ID
Worker Type
State
Message

#Variables

CB

Distribution

Distribution of values for CB

Distribution of values for CB

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CB character 0 1 1 0 4 4 0 NA

CRid01

Distribution

Distribution of values for CRid01

Distribution of values for CRid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid01 character 0 1 1 0 4 4 0 NA

CRid02

Distribution

Distribution of values for CRid02

Distribution of values for CRid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid02 character 0 1 1 0 4 4 0 NA

CRid03

Distribution

Distribution of values for CRid03

Distribution of values for CRid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid03 character 0 1 1 0 4 4 0 NA

CRid04

Distribution

Distribution of values for CRid04

Distribution of values for CRid04

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid04 character 0 1 1 0 4 4 0 NA

CRid05

Distribution

Distribution of values for CRid05

Distribution of values for CRid05

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid05 character 0 1 1 0 4 4 0 NA

CRid06

Distribution

Distribution of values for CRid06

Distribution of values for CRid06

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid06 character 0 1 1 0 4 4 0 NA

Content

Distribution

Distribution of values for Content

Distribution of values for Content

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Content character 0 1 1 0 4 4 0 NA

NH

Distribution

Distribution of values for NH

Distribution of values for NH

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
NH character 0 1 1 0 4 4 0 NA

OSA

Distribution

Distribution of values for OSA

Distribution of values for OSA

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
OSA character 0 1 1 0 4 4 0 NA

Q_presented

Distribution

Distribution of values for Q_presented

Distribution of values for Q_presented

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_presented character 0 1 1 0 4 4 0 NA

Q_type

Distribution

Distribution of values for Q_type

Distribution of values for Q_type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_type character 0 1 1 0 6 6 0 NA

Qid01

Distribution

Distribution of values for Qid01

Distribution of values for Qid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid01 character 0 1 1 0 4 4 0 NA

Qid02

Distribution

Distribution of values for Qid02

Distribution of values for Qid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid02 character 0 1 1 0 4 4 0 NA

Qid03

Distribution

Distribution of values for Qid03

Distribution of values for Qid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid03 character 0 1 1 0 4 4 0 NA

Question

Distribution

Distribution of values for Question

Distribution of values for Question

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Question character 0 1 9 0 21 37 0 NA

Set_id

Distribution

Distribution of values for Set_id

Distribution of values for Set_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Set_id character 0 1 1 0 4 4 0 NA

Test_id

Distribution

Distribution of values for Test_id

Distribution of values for Test_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Test_id character 0 1 1 0 4 4 0 NA

Topic

Distribution

Distribution of values for Topic

Distribution of values for Topic

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Topic character 0 1 3 0 2 2 0 NA

accept_status

Distribution

Distribution of values for accept_status

Distribution of values for accept_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
accept_status character 0 1 1 0 4 4 0 NA

browser_codename

Distribution

Distribution of values for browser_codename

Distribution of values for browser_codename

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_codename character 0 1 1 0 7 7 0 NA

browser_name

Distribution

Distribution of values for browser_name

Distribution of values for browser_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_name character 0 1 1 0 8 8 0 NA

browser_version

Distribution

Distribution of values for browser_version

Distribution of values for browser_version

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_version character 0 1 22 0 13 130 0 NA

checkbox_status

Distribution

Distribution of values for checkbox_status

Distribution of values for checkbox_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
checkbox_status character 0 1 1 0 4 4 0 NA

correct

Distribution

Distribution of values for correct

Distribution of values for correct

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct character 0 1 1 0 4 4 0 NA

correct_response

Distribution

Distribution of values for correct_response

Distribution of values for correct_response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct_response character 0 1 1 0 4 4 0 NA

count_main

Distribution

Distribution of values for count_main

Distribution of values for count_main

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
count_main numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

date_startdate

Distribution

Distribution of values for date_startdate

Distribution of values for date_startdate

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdate character 0 1 14 0 8 8 0 NA

date_startdateUTC

Distribution

Distribution of values for date_startdateUTC

Distribution of values for date_startdateUTC

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdateUTC character 0 1 15 0 8 8 0 NA

date_starttime

Distribution

## 149  unique, categorical values, so not shown.

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique min median max units label
date_starttime difftime 0 1 149 311 79044 86214 secs NA

experiment_debug

Distribution

Distribution of values for experiment_debug

Distribution of values for experiment_debug

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_debug numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_parameters

Distribution

Distribution of values for experiment_parameters

Distribution of values for experiment_parameters

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_parameters numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_pilot

Distribution

Distribution of values for experiment_pilot

Distribution of values for experiment_pilot

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_pilot numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskname

Distribution

Distribution of values for experiment_taskname

Distribution of values for experiment_taskname

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskname numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskversion

Distribution

Distribution of values for experiment_taskversion

Distribution of values for experiment_taskversion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskversion numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

identifier

Distribution

Distribution of values for identifier

Distribution of values for identifier

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
identifier character 0 1 150 0 9 9 0 NA

jatosStudyResultId

Distribution

Distribution of values for jatosStudyResultId

Distribution of values for jatosStudyResultId

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
jatosStudyResultId numeric 0 1 85756 95744 96571 94925.99 2309.287 ▁▁▁▂▇ NA

jatosVersion

Distribution

Distribution of values for jatosVersion

Distribution of values for jatosVersion

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
jatosVersion character 0 1 2 0 5 5 0 NA

response

Distribution

Distribution of values for response

Distribution of values for response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
response character 0 1 6 0 6 10 0 NA

screen_availableHeight

Distribution

Distribution of values for screen_availableHeight

Distribution of values for screen_availableHeight

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableHeight numeric 0 1 672 824 1440 832.9733 126.6951 ▇▁▂▁▁ NA

screen_availableWidth

Distribution

Distribution of values for screen_availableWidth

Distribution of values for screen_availableWidth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableWidth numeric 0 1 1280 1536 2482 1527.953 216.3085 ▇▇▂▁▁ NA

screen_colorDepth

Distribution

Distribution of values for screen_colorDepth

Distribution of values for screen_colorDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_colorDepth numeric 0 1 24 24 30 24.4 1.497218 ▇▁▁▁▁ NA

screen_height

Distribution

Distribution of values for screen_height

Distribution of values for screen_height

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_height numeric 0 1 720 864 1440 876.0933 122.8016 ▇▂▂▁▁ NA

screen_pixelDepth

Distribution

Distribution of values for screen_pixelDepth

Distribution of values for screen_pixelDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_pixelDepth numeric 0 1 24 24 30 24.4 1.497218 ▇▁▁▁▁ NA

screen_screenX

Distribution

Distribution of values for screen_screenX

Distribution of values for screen_screenX

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenX numeric 0 1 -7 0 1588 30.99333 201.5645 ▇▁▁▁▁ NA

screen_screenY

Distribution

Distribution of values for screen_screenY

Distribution of values for screen_screenY

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenY numeric 0 1 -481 0 43 -1.74 43.94082 ▁▁▁▁▇ NA

screen_width

Distribution

Distribution of values for screen_width

Distribution of values for screen_width

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_width numeric 0 1 1280 1536 2560 1528.9 219.3843 ▇▁▂▁▁ NA

system_os

Distribution

Distribution of values for system_os

Distribution of values for system_os

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
system_os character 0 1 2 0 5 8 0 NA

text_order

Distribution

Distribution of values for text_order

Distribution of values for text_order

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
text_order character 0 1 1 0 4 4 0 NA

Start Time

Distribution

Distribution of values for Start Time

Distribution of values for Start Time

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Start Time character 0 1 149 0 19 19 0 NA

Last Seen

Distribution

Distribution of values for Last Seen

Distribution of values for Last Seen

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Last Seen character 0 1 149 0 19 19 0 NA

Duration

Distribution

Distribution of values for Duration

Distribution of values for Duration

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Duration character 0 1 145 0 8 27 0 NA

Batch

Distribution

Distribution of values for Batch

Distribution of values for Batch

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Batch character 0 1 1 0 7 7 0 NA

Worker ID

Distribution

Distribution of values for Worker ID

Distribution of values for Worker ID

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Worker ID numeric 0 1 88645 97666 98318 96957.57 2045.061 ▁▁▁▁▇ NA

Worker Type

Distribution

Distribution of values for Worker Type

Distribution of values for Worker Type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Worker Type character 0 1 1 0 14 14 0 NA

State

Distribution

Distribution of values for State

Distribution of values for State

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
State character 0 1 2 0 8 14 0 NA

Message

Distribution

Distribution of values for Message

Distribution of values for Message

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Message character 0 1 1 0 4 4 0 NA

Missingness report

codebook(df_self_eval,metadata_table = FALSE, metadata_json = FALSE)

Metadata

Description

Dataset name: df_self_eval

The dataset has N=300 rows and 57 columns. 300 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2022-03-29
x
CB
CRid01
CRid02
CRid03
CRid04
CRid05
CRid06
Content
NH
OSA
Q_presented
Q_type
Qid01
Qid02
Qid03
Question
Set_id
Test_id
Topic
accept_status
browser_codename
browser_name
browser_version
checkbox_status
correct
correct_response
count_main
date_startdate
date_startdateUTC
date_starttime
experiment_debug
experiment_parameters
experiment_pilot
experiment_taskname
experiment_taskversion
identifier
jatosStudyResultId
jatosVersion
response
screen_availableHeight
screen_availableWidth
screen_colorDepth
screen_height
screen_pixelDepth
screen_screenX
screen_screenY
screen_width
system_os
text_order
Start Time
Last Seen
Duration
Batch
Worker ID
Worker Type
State
Message

#Variables

CB

Distribution

Distribution of values for CB

Distribution of values for CB

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CB character 0 1 1 0 4 4 0 NA

CRid01

Distribution

Distribution of values for CRid01

Distribution of values for CRid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid01 character 0 1 1 0 4 4 0 NA

CRid02

Distribution

Distribution of values for CRid02

Distribution of values for CRid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid02 character 0 1 1 0 4 4 0 NA

CRid03

Distribution

Distribution of values for CRid03

Distribution of values for CRid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid03 character 0 1 1 0 4 4 0 NA

CRid04

Distribution

Distribution of values for CRid04

Distribution of values for CRid04

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid04 character 0 1 1 0 4 4 0 NA

CRid05

Distribution

Distribution of values for CRid05

Distribution of values for CRid05

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid05 character 0 1 1 0 4 4 0 NA

CRid06

Distribution

Distribution of values for CRid06

Distribution of values for CRid06

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid06 character 0 1 1 0 4 4 0 NA

Content

Distribution

Distribution of values for Content

Distribution of values for Content

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Content character 0 1 1 0 4 4 0 NA

NH

Distribution

Distribution of values for NH

Distribution of values for NH

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
NH character 0 1 1 0 4 4 0 NA

OSA

Distribution

Distribution of values for OSA

Distribution of values for OSA

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
OSA character 0 1 1 0 4 4 0 NA

Q_presented

Distribution

Distribution of values for Q_presented

Distribution of values for Q_presented

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_presented character 0 1 1 0 4 4 0 NA

Q_type

Distribution

Distribution of values for Q_type

Distribution of values for Q_type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_type character 0 1 1 0 9 9 0 NA

Qid01

Distribution

Distribution of values for Qid01

Distribution of values for Qid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid01 character 0 1 1 0 4 4 0 NA

Qid02

Distribution

Distribution of values for Qid02

Distribution of values for Qid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid02 character 0 1 1 0 4 4 0 NA

Qid03

Distribution

Distribution of values for Qid03

Distribution of values for Qid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid03 character 0 1 1 0 4 4 0 NA

Question

Distribution

Distribution of values for Question

Distribution of values for Question

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Question character 0 1 2 0 39 40 0 NA

Set_id

Distribution

Distribution of values for Set_id

Distribution of values for Set_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Set_id character 0 1 1 0 4 4 0 NA

Test_id

Distribution

Distribution of values for Test_id

Distribution of values for Test_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Test_id character 0 1 1 0 4 4 0 NA

Topic

Distribution

Distribution of values for Topic

Distribution of values for Topic

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Topic character 0 1 2 0 7 11 0 NA

accept_status

Distribution

Distribution of values for accept_status

Distribution of values for accept_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
accept_status character 0 1 1 0 4 4 0 NA

browser_codename

Distribution

Distribution of values for browser_codename

Distribution of values for browser_codename

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_codename character 0 1 1 0 7 7 0 NA

browser_name

Distribution

Distribution of values for browser_name

Distribution of values for browser_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_name character 0 1 1 0 8 8 0 NA

browser_version

Distribution

Distribution of values for browser_version

Distribution of values for browser_version

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_version character 0 1 22 0 13 130 0 NA

checkbox_status

Distribution

Distribution of values for checkbox_status

Distribution of values for checkbox_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
checkbox_status character 0 1 1 0 4 4 0 NA

correct

Distribution

Distribution of values for correct

Distribution of values for correct

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct character 0 1 1 0 4 4 0 NA

correct_response

Distribution

Distribution of values for correct_response

Distribution of values for correct_response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct_response character 0 1 1 0 4 4 0 NA

count_main

Distribution

Distribution of values for count_main

Distribution of values for count_main

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
count_main numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

date_startdate

Distribution

Distribution of values for date_startdate

Distribution of values for date_startdate

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdate character 0 1 14 0 8 8 0 NA

date_startdateUTC

Distribution

Distribution of values for date_startdateUTC

Distribution of values for date_startdateUTC

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdateUTC character 0 1 15 0 8 8 0 NA

date_starttime

Distribution

## 149  unique, categorical values, so not shown.

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique min median max units label
date_starttime difftime 0 1 149 311 79044 86214 secs NA

experiment_debug

Distribution

Distribution of values for experiment_debug

Distribution of values for experiment_debug

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_debug numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_parameters

Distribution

Distribution of values for experiment_parameters

Distribution of values for experiment_parameters

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_parameters numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_pilot

Distribution

Distribution of values for experiment_pilot

Distribution of values for experiment_pilot

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_pilot numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskname

Distribution

Distribution of values for experiment_taskname

Distribution of values for experiment_taskname

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskname numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskversion

Distribution

Distribution of values for experiment_taskversion

Distribution of values for experiment_taskversion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskversion numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

identifier

Distribution

Distribution of values for identifier

Distribution of values for identifier

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
identifier character 0 1 150 0 9 9 0 NA

jatosStudyResultId

Distribution

Distribution of values for jatosStudyResultId

Distribution of values for jatosStudyResultId

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
jatosStudyResultId numeric 0 1 85756 95744 96571 94925.99 2312.289 ▁▁▁▂▇ NA

jatosVersion

Distribution

Distribution of values for jatosVersion

Distribution of values for jatosVersion

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
jatosVersion character 0 1 2 0 5 5 0 NA

response

Distribution

Distribution of values for response

Distribution of values for response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
response character 0 1 10 0 1 6 0 NA

screen_availableHeight

Distribution

Distribution of values for screen_availableHeight

Distribution of values for screen_availableHeight

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableHeight numeric 0 1 672 824 1440 832.9733 126.8597 ▇▁▂▁▁ NA

screen_availableWidth

Distribution

Distribution of values for screen_availableWidth

Distribution of values for screen_availableWidth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableWidth numeric 0 1 1280 1536 2482 1527.953 216.5897 ▇▇▂▁▁ NA

screen_colorDepth

Distribution

Distribution of values for screen_colorDepth

Distribution of values for screen_colorDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_colorDepth numeric 0 1 24 24 30 24.4 1.499164 ▇▁▁▁▁ NA

screen_height

Distribution

Distribution of values for screen_height

Distribution of values for screen_height

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_height numeric 0 1 720 864 1440 876.0933 122.9613 ▇▂▂▁▁ NA

screen_pixelDepth

Distribution

Distribution of values for screen_pixelDepth

Distribution of values for screen_pixelDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_pixelDepth numeric 0 1 24 24 30 24.4 1.499164 ▇▁▁▁▁ NA

screen_screenX

Distribution

Distribution of values for screen_screenX

Distribution of values for screen_screenX

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenX numeric 0 1 -7 0 1588 30.99333 201.8265 ▇▁▁▁▁ NA

screen_screenY

Distribution

Distribution of values for screen_screenY

Distribution of values for screen_screenY

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenY numeric 0 1 -481 0 43 -1.74 43.99794 ▁▁▁▁▇ NA

screen_width

Distribution

Distribution of values for screen_width

Distribution of values for screen_width

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_width numeric 0 1 1280 1536 2560 1528.9 219.6695 ▇▁▂▁▁ NA

system_os

Distribution

Distribution of values for system_os

Distribution of values for system_os

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
system_os character 0 1 2 0 5 8 0 NA

text_order

Distribution

Distribution of values for text_order

Distribution of values for text_order

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
text_order character 0 1 1 0 4 4 0 NA

Start Time

Distribution

Distribution of values for Start Time

Distribution of values for Start Time

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Start Time character 0 1 149 0 19 19 0 NA

Last Seen

Distribution

Distribution of values for Last Seen

Distribution of values for Last Seen

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Last Seen character 0 1 149 0 19 19 0 NA

Duration

Distribution

Distribution of values for Duration

Distribution of values for Duration

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Duration character 0 1 145 0 8 27 0 NA

Batch

Distribution

Distribution of values for Batch

Distribution of values for Batch

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Batch character 0 1 1 0 7 7 0 NA

Worker ID

Distribution

Distribution of values for Worker ID

Distribution of values for Worker ID

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Worker ID numeric 0 1 88645 97666 98318 96957.57 2047.719 ▁▁▁▁▇ NA

Worker Type

Distribution

Distribution of values for Worker Type

Distribution of values for Worker Type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Worker Type character 0 1 1 0 14 14 0 NA

State

Distribution

Distribution of values for State

Distribution of values for State

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
State character 0 1 2 0 8 14 0 NA

Message

Distribution

Distribution of values for Message

Distribution of values for Message

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Message character 0 1 1 0 4 4 0 NA

Missingness report

codebook(df_Post,metadata_table = FALSE, metadata_json = FALSE)

Metadata

Description

Dataset name: df_Post

The dataset has N=10800 rows and 57 columns. 10800 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2022-03-29
x
CB
CRid01
CRid02
CRid03
CRid04
CRid05
CRid06
Content
NH
OSA
Q_presented
Q_type
Qid01
Qid02
Qid03
Question
Set_id
Test_id
Topic
accept_status
browser_codename
browser_name
browser_version
checkbox_status
correct
correct_response
count_main
date_startdate
date_startdateUTC
date_starttime
experiment_debug
experiment_parameters
experiment_pilot
experiment_taskname
experiment_taskversion
identifier
jatosStudyResultId
jatosVersion
response
screen_availableHeight
screen_availableWidth
screen_colorDepth
screen_height
screen_pixelDepth
screen_screenX
screen_screenY
screen_width
system_os
text_order
Start Time
Last Seen
Duration
Batch
Worker ID
Worker Type
State
Message

#Variables

CB

Distribution

Distribution of values for CB

Distribution of values for CB

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CB character 0 1 3 0 1 1 0 NA

CRid01

Distribution

Distribution of values for CRid01

Distribution of values for CRid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid01 character 0 1 3 0 1 4 0 NA

CRid02

Distribution

Distribution of values for CRid02

Distribution of values for CRid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid02 character 0 1 3 0 1 4 0 NA

CRid03

Distribution

Distribution of values for CRid03

Distribution of values for CRid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid03 character 0 1 3 0 1 4 0 NA

CRid04

Distribution

Distribution of values for CRid04

Distribution of values for CRid04

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid04 character 0 1 3 0 1 4 0 NA

CRid05

Distribution

Distribution of values for CRid05

Distribution of values for CRid05

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid05 character 0 1 3 0 1 4 0 NA

CRid06

Distribution

Distribution of values for CRid06

Distribution of values for CRid06

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid06 character 0 1 3 0 1 4 0 NA

Content

Distribution

Distribution of values for Content

Distribution of values for Content

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Content character 0 1 36 0 401 1960 0 NA

NH

Distribution

Distribution of values for NH

Distribution of values for NH

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
NH character 0 1 2 0 1 1 0 NA

OSA

Distribution

Distribution of values for OSA

Distribution of values for OSA

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
OSA character 0 1 2 0 1 1 0 NA

Q_presented

Distribution

Distribution of values for Q_presented

Distribution of values for Q_presented

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_presented character 0 1 3 0 1 4 0 NA

Q_type

Distribution

Distribution of values for Q_type

Distribution of values for Q_type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_type character 0 1 1 0 11 11 0 NA

Qid01

Distribution

Distribution of values for Qid01

Distribution of values for Qid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid01 character 0 1 13 0 1 4 0 NA

Qid02

Distribution

Distribution of values for Qid02

Distribution of values for Qid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid02 character 0 1 13 0 1 4 0 NA

Qid03

Distribution

Distribution of values for Qid03

Distribution of values for Qid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid03 character 0 1 13 0 1 4 0 NA

Question

Distribution

Distribution of values for Question

Distribution of values for Question

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Question character 0 1 5 0 33 54 0 NA

Set_id

Distribution

Distribution of values for Set_id

Distribution of values for Set_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Set_id character 0 1 5 0 1 4 0 NA

Test_id

Distribution

Distribution of values for Test_id

Distribution of values for Test_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Test_id character 0 1 13 0 1 4 0 NA

Topic

Distribution

Distribution of values for Topic

Distribution of values for Topic

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Topic character 0 1 6 0 6 17 0 NA

accept_status

Distribution

Distribution of values for accept_status

Distribution of values for accept_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
accept_status character 0 1 1 0 4 4 0 NA

browser_codename

Distribution

Distribution of values for browser_codename

Distribution of values for browser_codename

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_codename character 0 1 1 0 7 7 0 NA

browser_name

Distribution

Distribution of values for browser_name

Distribution of values for browser_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_name character 0 1 1 0 8 8 0 NA

browser_version

Distribution

Distribution of values for browser_version

Distribution of values for browser_version

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_version character 0 1 22 0 13 130 0 NA

checkbox_status

Distribution

Distribution of values for checkbox_status

Distribution of values for checkbox_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
checkbox_status character 0 1 1 0 4 4 0 NA

correct

Distribution

Distribution of values for correct

Distribution of values for correct

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct character 0 1 1 0 4 4 0 NA

correct_response

Distribution

Distribution of values for correct_response

Distribution of values for correct_response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct_response character 0 1 3 0 1 4 0 NA

count_main

Distribution

Distribution of values for count_main

Distribution of values for count_main

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
count_main numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

date_startdate

Distribution

Distribution of values for date_startdate

Distribution of values for date_startdate

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdate character 0 1 14 0 8 8 0 NA

date_startdateUTC

Distribution

Distribution of values for date_startdateUTC

Distribution of values for date_startdateUTC

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdateUTC character 0 1 15 0 8 8 0 NA

date_starttime

Distribution

## 149  unique, categorical values, so not shown.

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique min median max units label
date_starttime difftime 0 1 149 311 79044 86214 secs NA

experiment_debug

Distribution

Distribution of values for experiment_debug

Distribution of values for experiment_debug

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_debug numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_parameters

Distribution

Distribution of values for experiment_parameters

Distribution of values for experiment_parameters

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_parameters numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_pilot

Distribution

Distribution of values for experiment_pilot

Distribution of values for experiment_pilot

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_pilot numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskname

Distribution

Distribution of values for experiment_taskname

Distribution of values for experiment_taskname

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskname numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskversion

Distribution

Distribution of values for experiment_taskversion

Distribution of values for experiment_taskversion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskversion numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

identifier

Distribution

Distribution of values for identifier

Distribution of values for identifier

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
identifier character 0 1 150 0 9 9 0 NA

jatosStudyResultId

Distribution

Distribution of values for jatosStudyResultId

Distribution of values for jatosStudyResultId

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
jatosStudyResultId numeric 0 1 85756 95744 96571 94925.99 2308.538 ▁▁▁▂▇ NA

jatosVersion

Distribution

Distribution of values for jatosVersion

Distribution of values for jatosVersion

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
jatosVersion character 0 1 2 0 5 5 0 NA

response

Distribution

Distribution of values for response

Distribution of values for response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
response character 0 1 17 0 1 11 0 NA

screen_availableHeight

Distribution

Distribution of values for screen_availableHeight

Distribution of values for screen_availableHeight

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableHeight numeric 0 1 672 824 1440 832.9733 126.654 ▇▁▂▁▁ NA

screen_availableWidth

Distribution

Distribution of values for screen_availableWidth

Distribution of values for screen_availableWidth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableWidth numeric 0 1 1280 1536 2482 1527.953 216.2384 ▇▇▂▁▁ NA

screen_colorDepth

Distribution

Distribution of values for screen_colorDepth

Distribution of values for screen_colorDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_colorDepth numeric 0 1 24 24 30 24.4 1.496732 ▇▁▁▁▁ NA

screen_height

Distribution

Distribution of values for screen_height

Distribution of values for screen_height

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_height numeric 0 1 720 864 1440 876.0933 122.7618 ▇▂▂▁▁ NA

screen_pixelDepth

Distribution

Distribution of values for screen_pixelDepth

Distribution of values for screen_pixelDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_pixelDepth numeric 0 1 24 24 30 24.4 1.496732 ▇▁▁▁▁ NA

screen_screenX

Distribution

Distribution of values for screen_screenX

Distribution of values for screen_screenX

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenX numeric 0 1 -7 0 1588 30.99333 201.4991 ▇▁▁▁▁ NA

screen_screenY

Distribution

Distribution of values for screen_screenY

Distribution of values for screen_screenY

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenY numeric 0 1 -481 0 43 -1.74 43.92658 ▁▁▁▁▇ NA

screen_width

Distribution

Distribution of values for screen_width

Distribution of values for screen_width

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_width numeric 0 1 1280 1536 2560 1528.9 219.3132 ▇▁▂▁▁ NA

system_os

Distribution

Distribution of values for system_os

Distribution of values for system_os

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
system_os character 0 1 2 0 5 8 0 NA

text_order

Distribution

Distribution of values for text_order

Distribution of values for text_order

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
text_order character 0 1 12 0 1 2 0 NA

Start Time

Distribution

Distribution of values for Start Time

Distribution of values for Start Time

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Start Time character 0 1 149 0 19 19 0 NA

Last Seen

Distribution

Distribution of values for Last Seen

Distribution of values for Last Seen

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Last Seen character 0 1 149 0 19 19 0 NA

Duration

Distribution

Distribution of values for Duration

Distribution of values for Duration

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Duration character 0 1 145 0 8 27 0 NA

Batch

Distribution

Distribution of values for Batch

Distribution of values for Batch

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Batch character 0 1 1 0 7 7 0 NA

Worker ID

Distribution

Distribution of values for Worker ID

Distribution of values for Worker ID

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Worker ID numeric 0 1 88645 97666 98318 96957.57 2044.398 ▁▁▁▁▇ NA

Worker Type

Distribution

Distribution of values for Worker Type

Distribution of values for Worker Type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Worker Type character 0 1 1 0 14 14 0 NA

State

Distribution

Distribution of values for State

Distribution of values for State

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
State character 0 1 2 0 8 14 0 NA

Message

Distribution

Distribution of values for Message

Distribution of values for Message

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Message character 0 1 1 0 4 4 0 NA

Missingness report

codebook(df_knowledge,metadata_table = FALSE, metadata_json = FALSE)

Metadata

Description

Dataset name: df_knowledge

The dataset has N=28800 rows and 57 columns. 28800 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2022-03-29
x
CB
CRid01
CRid02
CRid03
CRid04
CRid05
CRid06
Content
NH
OSA
Q_presented
Q_type
Qid01
Qid02
Qid03
Question
Set_id
Test_id
Topic
accept_status
browser_codename
browser_name
browser_version
checkbox_status
correct
correct_response
count_main
date_startdate
date_startdateUTC
date_starttime
experiment_debug
experiment_parameters
experiment_pilot
experiment_taskname
experiment_taskversion
identifier
jatosStudyResultId
jatosVersion
response
screen_availableHeight
screen_availableWidth
screen_colorDepth
screen_height
screen_pixelDepth
screen_screenX
screen_screenY
screen_width
system_os
text_order
Start Time
Last Seen
Duration
Batch
Worker ID
Worker Type
State
Message

#Variables

CB

Distribution

Distribution of values for CB

Distribution of values for CB

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CB character 0 1 3 0 1 1 0 NA

CRid01

Distribution

Distribution of values for CRid01

Distribution of values for CRid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid01 character 0 1 2 0 1 1 0 NA

CRid02

Distribution

Distribution of values for CRid02

Distribution of values for CRid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid02 character 0 1 2 0 1 1 0 NA

CRid03

Distribution

Distribution of values for CRid03

Distribution of values for CRid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid03 character 0 1 2 0 1 1 0 NA

CRid04

Distribution

Distribution of values for CRid04

Distribution of values for CRid04

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid04 character 0 1 2 0 1 1 0 NA

CRid05

Distribution

Distribution of values for CRid05

Distribution of values for CRid05

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid05 character 0 1 2 0 1 1 0 NA

CRid06

Distribution

Distribution of values for CRid06

Distribution of values for CRid06

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid06 character 0 1 2 0 1 1 0 NA

Content

Distribution

Distribution of values for Content

Distribution of values for Content

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Content character 0 1 36 0 401 1960 0 NA

NH

Distribution

Distribution of values for NH

Distribution of values for NH

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
NH character 0 1 2 0 1 1 0 NA

OSA

Distribution

Distribution of values for OSA

Distribution of values for OSA

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
OSA character 0 1 2 0 1 1 0 NA

Q_presented

Distribution

Distribution of values for Q_presented

Distribution of values for Q_presented

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_presented character 0 1 2 0 1 1 0 NA

Q_type

Distribution

Distribution of values for Q_type

Distribution of values for Q_type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_type character 0 1 1 0 9 9 0 NA

Qid01

Distribution

Distribution of values for Qid01

Distribution of values for Qid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid01 character 0 1 12 0 1 2 0 NA

Qid02

Distribution

Distribution of values for Qid02

Distribution of values for Qid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid02 character 0 1 12 0 1 2 0 NA

Qid03

Distribution

Distribution of values for Qid03

Distribution of values for Qid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid03 character 0 1 12 0 1 2 0 NA

Question

Distribution

Distribution of values for Question

Distribution of values for Question

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Question character 0 1 47 0 34 72 0 NA

Set_id

Distribution

Distribution of values for Set_id

Distribution of values for Set_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Set_id character 0 1 4 0 1 1 0 NA

Test_id

Distribution

Distribution of values for Test_id

Distribution of values for Test_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Test_id character 0 1 12 0 1 2 0 NA

Topic

Distribution

Distribution of values for Topic

Distribution of values for Topic

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Topic character 0 1 1 0 4 4 0 NA

accept_status

Distribution

Distribution of values for accept_status

Distribution of values for accept_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
accept_status character 0 1 1 0 4 4 0 NA

browser_codename

Distribution

Distribution of values for browser_codename

Distribution of values for browser_codename

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_codename character 0 1 1 0 7 7 0 NA

browser_name

Distribution

Distribution of values for browser_name

Distribution of values for browser_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_name character 0 1 1 0 8 8 0 NA

browser_version

Distribution

Distribution of values for browser_version

Distribution of values for browser_version

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_version character 0 1 22 0 13 130 0 NA

checkbox_status

Distribution

Distribution of values for checkbox_status

Distribution of values for checkbox_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
checkbox_status character 0 1 1 0 4 4 0 NA

correct

Distribution

Distribution of values for correct

Distribution of values for correct

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct character 0 1 1 0 4 4 0 NA

correct_response

Distribution

Distribution of values for correct_response

Distribution of values for correct_response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct_response character 0 1 2 0 1 1 0 NA

count_main

Distribution

Distribution of values for count_main

Distribution of values for count_main

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
count_main numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

date_startdate

Distribution

Distribution of values for date_startdate

Distribution of values for date_startdate

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdate character 0 1 14 0 8 8 0 NA

date_startdateUTC

Distribution

Distribution of values for date_startdateUTC

Distribution of values for date_startdateUTC

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdateUTC character 0 1 15 0 8 8 0 NA

date_starttime

Distribution

## 149  unique, categorical values, so not shown.

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique min median max units label
date_starttime difftime 0 1 149 311 79044 86214 secs NA

experiment_debug

Distribution

Distribution of values for experiment_debug

Distribution of values for experiment_debug

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_debug numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_parameters

Distribution

Distribution of values for experiment_parameters

Distribution of values for experiment_parameters

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_parameters numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_pilot

Distribution

Distribution of values for experiment_pilot

Distribution of values for experiment_pilot

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_pilot numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskname

Distribution

Distribution of values for experiment_taskname

Distribution of values for experiment_taskname

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskname numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskversion

Distribution

Distribution of values for experiment_taskversion

Distribution of values for experiment_taskversion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskversion numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

identifier

Distribution

Distribution of values for identifier

Distribution of values for identifier

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
identifier character 0 1 150 0 9 9 0 NA

jatosStudyResultId

Distribution

Distribution of values for jatosStudyResultId

Distribution of values for jatosStudyResultId

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
jatosStudyResultId numeric 0 1 85756 95744 96571 94925.99 2308.472 ▁▁▁▂▇ NA

jatosVersion

Distribution

Distribution of values for jatosVersion

Distribution of values for jatosVersion

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
jatosVersion character 0 1 2 0 5 5 0 NA

response

Distribution

Distribution of values for response

Distribution of values for response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
response character 0 1 4 0 1 2 0 NA

screen_availableHeight

Distribution

Distribution of values for screen_availableHeight

Distribution of values for screen_availableHeight

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableHeight numeric 0 1 672 824 1440 832.9733 126.6503 ▇▁▂▁▁ NA

screen_availableWidth

Distribution

Distribution of values for screen_availableWidth

Distribution of values for screen_availableWidth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableWidth numeric 0 1 1280 1536 2482 1527.953 216.2321 ▇▇▂▁▁ NA

screen_colorDepth

Distribution

Distribution of values for screen_colorDepth

Distribution of values for screen_colorDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_colorDepth numeric 0 1 24 24 30 24.4 1.496689 ▇▁▁▁▁ NA

screen_height

Distribution

Distribution of values for screen_height

Distribution of values for screen_height

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_height numeric 0 1 720 864 1440 876.0933 122.7583 ▇▂▂▁▁ NA

screen_pixelDepth

Distribution

Distribution of values for screen_pixelDepth

Distribution of values for screen_pixelDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_pixelDepth numeric 0 1 24 24 30 24.4 1.496689 ▇▁▁▁▁ NA

screen_screenX

Distribution

Distribution of values for screen_screenX

Distribution of values for screen_screenX

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenX numeric 0 1 -7 0 1588 30.99333 201.4933 ▇▁▁▁▁ NA

screen_screenY

Distribution

Distribution of values for screen_screenY

Distribution of values for screen_screenY

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenY numeric 0 1 -481 0 43 -1.74 43.92531 ▁▁▁▁▇ NA

screen_width

Distribution

Distribution of values for screen_width

Distribution of values for screen_width

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_width numeric 0 1 1280 1536 2560 1528.9 219.3068 ▇▁▂▁▁ NA

system_os

Distribution

Distribution of values for system_os

Distribution of values for system_os

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
system_os character 0 1 2 0 5 8 0 NA

text_order

Distribution

Distribution of values for text_order

Distribution of values for text_order

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
text_order character 0 1 4 0 1 2 0 NA

Start Time

Distribution

Distribution of values for Start Time

Distribution of values for Start Time

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Start Time character 0 1 149 0 19 19 0 NA

Last Seen

Distribution

Distribution of values for Last Seen

Distribution of values for Last Seen

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Last Seen character 0 1 149 0 19 19 0 NA

Duration

Distribution

Distribution of values for Duration

Distribution of values for Duration

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Duration character 0 1 145 0 8 27 0 NA

Batch

Distribution

Distribution of values for Batch

Distribution of values for Batch

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Batch character 0 1 1 0 7 7 0 NA

Worker ID

Distribution

Distribution of values for Worker ID

Distribution of values for Worker ID

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Worker ID numeric 0 1 88645 97666 98318 96957.57 2044.339 ▁▁▁▁▇ NA

Worker Type

Distribution

Distribution of values for Worker Type

Distribution of values for Worker Type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Worker Type character 0 1 1 0 14 14 0 NA

State

Distribution

Distribution of values for State

Distribution of values for State

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
State character 0 1 2 0 8 14 0 NA

Message

Distribution

Distribution of values for Message

Distribution of values for Message

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Message character 0 1 1 0 4 4 0 NA

Missingness report

codebook(df_Exit,metadata_table = FALSE, metadata_json = FALSE)

Metadata

Description

Dataset name: df_Exit

The dataset has N=150 rows and 57 columns. 79 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2022-03-29
x
CB
CRid01
CRid02
CRid03
CRid04
CRid05
CRid06
Content
NH
OSA
Q_presented
Q_type
Qid01
Qid02
Qid03
Question
Set_id
Test_id
Topic
accept_status
browser_codename
browser_name
browser_version
checkbox_status
correct
correct_response
count_main
date_startdate
date_startdateUTC
date_starttime
experiment_debug
experiment_parameters
experiment_pilot
experiment_taskname
experiment_taskversion
identifier
jatosStudyResultId
jatosVersion
response
screen_availableHeight
screen_availableWidth
screen_colorDepth
screen_height
screen_pixelDepth
screen_screenX
screen_screenY
screen_width
system_os
text_order
Start Time
Last Seen
Duration
Batch
Worker ID
Worker Type
State
Message

#Variables

CB

Distribution

Distribution of values for CB

Distribution of values for CB

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CB character 0 1 3 0 1 1 0 NA

CRid01

Distribution

Distribution of values for CRid01

Distribution of values for CRid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid01 character 0 1 2 0 1 1 0 NA

CRid02

Distribution

Distribution of values for CRid02

Distribution of values for CRid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid02 character 0 1 2 0 1 1 0 NA

CRid03

Distribution

Distribution of values for CRid03

Distribution of values for CRid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid03 character 0 1 2 0 1 1 0 NA

CRid04

Distribution

Distribution of values for CRid04

Distribution of values for CRid04

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid04 character 0 1 2 0 1 1 0 NA

CRid05

Distribution

Distribution of values for CRid05

Distribution of values for CRid05

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid05 character 0 1 2 0 1 1 0 NA

CRid06

Distribution

Distribution of values for CRid06

Distribution of values for CRid06

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
CRid06 character 0 1 2 0 1 1 0 NA

Content

Distribution

Distribution of values for Content

Distribution of values for Content

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Content character 0 1 36 0 401 1960 0 NA

NH

Distribution

Distribution of values for NH

Distribution of values for NH

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
NH character 0 1 2 0 1 1 0 NA

OSA

Distribution

Distribution of values for OSA

Distribution of values for OSA

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
OSA character 0 1 2 0 1 1 0 NA

Q_presented

Distribution

Distribution of values for Q_presented

Distribution of values for Q_presented

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_presented character 0 1 2 0 1 1 0 NA

Q_type

Distribution

Distribution of values for Q_type

Distribution of values for Q_type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Q_type character 0 1 1 0 4 4 0 NA

Qid01

Distribution

Distribution of values for Qid01

Distribution of values for Qid01

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid01 character 0 1 12 0 1 2 0 NA

Qid02

Distribution

Distribution of values for Qid02

Distribution of values for Qid02

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid02 character 0 1 12 0 1 2 0 NA

Qid03

Distribution

Distribution of values for Qid03

Distribution of values for Qid03

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Qid03 character 0 1 12 0 1 2 0 NA

Question

Distribution

Distribution of values for Question

Distribution of values for Question

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Question character 0 1 46 0 37 72 0 NA

Set_id

Distribution

Distribution of values for Set_id

Distribution of values for Set_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Set_id character 0 1 4 0 1 1 0 NA

Test_id

Distribution

Distribution of values for Test_id

Distribution of values for Test_id

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Test_id character 0 1 12 0 1 2 0 NA

Topic

Distribution

Distribution of values for Topic

Distribution of values for Topic

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Topic character 0 1 1 0 8 8 0 NA

accept_status

Distribution

Distribution of values for accept_status

Distribution of values for accept_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
accept_status character 0 1 1 0 4 4 0 NA

browser_codename

Distribution

Distribution of values for browser_codename

Distribution of values for browser_codename

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_codename character 0 1 1 0 7 7 0 NA

browser_name

Distribution

Distribution of values for browser_name

Distribution of values for browser_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_name character 0 1 1 0 8 8 0 NA

browser_version

Distribution

Distribution of values for browser_version

Distribution of values for browser_version

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
browser_version character 0 1 22 0 13 130 0 NA

checkbox_status

Distribution

Distribution of values for checkbox_status

Distribution of values for checkbox_status

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
checkbox_status character 0 1 1 0 4 4 0 NA

correct

Distribution

Distribution of values for correct

Distribution of values for correct

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct character 0 1 1 0 4 4 0 NA

correct_response

Distribution

Distribution of values for correct_response

Distribution of values for correct_response

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
correct_response character 0 1 2 0 1 1 0 NA

count_main

Distribution

Distribution of values for count_main

Distribution of values for count_main

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
count_main numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

date_startdate

Distribution

Distribution of values for date_startdate

Distribution of values for date_startdate

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdate character 0 1 14 0 8 8 0 NA

date_startdateUTC

Distribution

Distribution of values for date_startdateUTC

Distribution of values for date_startdateUTC

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
date_startdateUTC character 0 1 15 0 8 8 0 NA

date_starttime

Distribution

## 149  unique, categorical values, so not shown.

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique min median max units label
date_starttime difftime 0 1 149 311 79044 86214 secs NA

experiment_debug

Distribution

Distribution of values for experiment_debug

Distribution of values for experiment_debug

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_debug numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_parameters

Distribution

Distribution of values for experiment_parameters

Distribution of values for experiment_parameters

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_parameters numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_pilot

Distribution

Distribution of values for experiment_pilot

Distribution of values for experiment_pilot

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_pilot numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskname

Distribution

Distribution of values for experiment_taskname

Distribution of values for experiment_taskname

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskname numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

experiment_taskversion

Distribution

Distribution of values for experiment_taskversion

Distribution of values for experiment_taskversion

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
experiment_taskversion numeric 0 1 0 0 0 0 0 ▁▁▇▁▁ NA

identifier

Distribution

Distribution of values for identifier

Distribution of values for identifier

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
identifier character 0 1 150 0 9 9 0 NA

jatosStudyResultId

Distribution

Distribution of values for jatosStudyResultId

Distribution of values for jatosStudyResultId

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
jatosStudyResultId numeric 0 1 85756 95744 96571 94925.99 2316.165 ▁▁▁▂▇ NA

jatosVersion

Distribution

Distribution of values for jatosVersion

Distribution of values for jatosVersion

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
jatosVersion character 0 1 2 0 5 5 0 NA

response

Distribution

Distribution of values for response

Distribution of values for response

71 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
response character 71 0.5266667 67 0 1 211 0 NA

screen_availableHeight

Distribution

Distribution of values for screen_availableHeight

Distribution of values for screen_availableHeight

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableHeight numeric 0 1 672 824 1440 832.9733 127.0724 ▇▁▂▁▁ NA

screen_availableWidth

Distribution

Distribution of values for screen_availableWidth

Distribution of values for screen_availableWidth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_availableWidth numeric 0 1 1280 1536 2482 1527.953 216.9528 ▇▇▂▁▁ NA

screen_colorDepth

Distribution

Distribution of values for screen_colorDepth

Distribution of values for screen_colorDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_colorDepth numeric 0 1 24 24 30 24.4 1.501677 ▇▁▁▁▁ NA

screen_height

Distribution

Distribution of values for screen_height

Distribution of values for screen_height

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_height numeric 0 1 720 864 1440 876.0933 123.1674 ▇▂▂▁▁ NA

screen_pixelDepth

Distribution

Distribution of values for screen_pixelDepth

Distribution of values for screen_pixelDepth

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_pixelDepth numeric 0 1 24 24 30 24.4 1.501677 ▇▁▁▁▁ NA

screen_screenX

Distribution

Distribution of values for screen_screenX

Distribution of values for screen_screenX

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenX numeric 0 1 -7 0 1588 30.99333 202.1648 ▇▁▁▁▁ NA

screen_screenY

Distribution

Distribution of values for screen_screenY

Distribution of values for screen_screenY

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_screenY numeric 0 1 -481 0 43 -1.74 44.0717 ▁▁▁▁▇ NA

screen_width

Distribution

Distribution of values for screen_width

Distribution of values for screen_width

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
screen_width numeric 0 1 1280 1536 2560 1528.9 220.0377 ▇▁▂▁▁ NA

system_os

Distribution

Distribution of values for system_os

Distribution of values for system_os

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
system_os character 0 1 2 0 5 8 0 NA

text_order

Distribution

Distribution of values for text_order

Distribution of values for text_order

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
text_order character 0 1 1 0 2 2 0 NA

Start Time

Distribution

Distribution of values for Start Time

Distribution of values for Start Time

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Start Time character 0 1 149 0 19 19 0 NA

Last Seen

Distribution

Distribution of values for Last Seen

Distribution of values for Last Seen

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Last Seen character 0 1 149 0 19 19 0 NA

Duration

Distribution

Distribution of values for Duration

Distribution of values for Duration

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Duration character 0 1 145 0 8 27 0 NA

Batch

Distribution

Distribution of values for Batch

Distribution of values for Batch

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Batch character 0 1 1 0 7 7 0 NA

Worker ID

Distribution

Distribution of values for Worker ID

Distribution of values for Worker ID

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
Worker ID numeric 0 1 88645 97666 98318 96957.57 2051.152 ▁▁▁▁▇ NA

Worker Type

Distribution

Distribution of values for Worker Type

Distribution of values for Worker Type

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Worker Type character 0 1 1 0 14 14 0 NA

State

Distribution

Distribution of values for State

Distribution of values for State

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
State character 0 1 2 0 8 14 0 NA

Message

Distribution

Distribution of values for Message

Distribution of values for Message

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
Message character 0 1 1 0 4 4 0 NA

Missingness report